Diagnostics Medical Devices Software Automatic Prediction of Cancer Recurrence through Machine Learning Deep learning tools are becoming increasingly popular for histologic analyses and have been used to predict tumor biomarker status, clinical variables, tumor subtypes, and… Interests: Machine Learning/Artificial Intelligence, Pathology Reference ID: 21-T-118 Desired Partnership: Co-development, Licensing IP: Patent Pending
Diagnostics Software A System for Frailty Assessment, Frailty Mitigation, and Clinical Research Frailty is a condition that often affects the elderly. It is characterized by increased susceptibility to physiologic stressors such as illness and major surgery.… Interests: Healthcare IT, Musculoskeletal Reference ID: 21-T-046 Desired Partnership: Co-development, Licensing IP: Patent Pending
Software Profitable Trading Strategies Devised Through Machine Learning Sentimental analysis for financial forecasting has been impeded by the ultra-high dimensional challenge of numerically representing huge troves of text. Prior efforts circumvented this… Reference ID: 19-T-080 Desired Partnership: Co-development, Licensing IP: Patent Issued
Hardware Quantum Sciences Software Model-Free Interferometry Enabled by Machine Learning Atom interferometry is used in sensors designed to measure gravitational field, acceleration, and angular momentum and is of increasing importance to the emerging field… Interests: Algorithms, Communications, Machine Learning/Artificial Intelligence, Sensing Reference ID: 22-T-056 Desired Partnership: Co-development, Licensing IP: Patent Pending
Software Bio-inspired Artificial Intelligence For Rapid Multi-Task Learning Multi-task learning is a subfield of machine learning in which multiple tasks are simultaneously learned by a shared model. Biologically-inspired recurrent neural networks (RNNs),… Interests: Machine Learning/Artificial Intelligence Reference ID: 22-T-081 Desired Partnership: Co-development, Licensing IP: Patent Pending
Research Tools Software SCALES: A System For Predicting Interaction And Function In Bacteria Using Co-Variation The current understanding of how proteins interact to create collective functional groups (e.g., complexes, pathways, meta-pathways) is incomplete and difficult to elucidate. Therefore, the… Interests: Microbiology/Virology Reference ID: 21-T-093 Desired Partnership: Co-development, Licensing IP: Patent Pending
Medical Devices Software Therapeutics Computational Method to Design Simultaneous Radiation Treatment of Multiple Metastatic Lesions Stereotactic ablative body radiotherapy (SART) is the precise delivery of concentrated radiation beams to a tumor from different angles. Due to the cross interaction… Interests: Healthcare IT, Oncology, Oncology Radiotherapy, Oncology Solid Tumor Reference ID: 18-T-079 Desired Partnership: Co-development, Investment, Licensing IP: Patent Pending
Software Human Brain-Inspired Algorithm for Neural Network “Memory” Catastrophic forgetting or interference is the inability of an artificial neural network (ANN) to learn multiple sequential tasks without a degradation in the accuracy… Interests: Machine Learning/Artificial Intelligence Reference ID: 18-T-086 Desired Partnership: Co-development, Investment, Licensing IP: Patent Issued
